Self-Adaptive Windowing Approach for Handling Complex Concept Drift.
Imen KhamassiMoamar Sayed MouchawehMoez HammamiKhaled GhédiraPublished in: Cogn. Comput. (2015)
Keyphrases
- concept drift
- data streams
- non stationary
- change detection
- streaming data
- incremental clustering
- concept descriptions
- drifting concepts
- drift detection
- data distribution
- data stream classification
- classification algorithm
- neural network
- target concept
- stream data
- ensemble classifier
- evolving data streams
- batch learning
- data stream mining
- data points
- data structure